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Chuizheng Meng

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COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning

Nov 01, 2023
Chuizheng Meng, Yihe Dong, Sercan Ö. Arık, Yan Liu, Tomas Pfister

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Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders

Mar 04, 2023
Defu Cao, James Enouen, Yujing Wang, Xiangchen Song, Chuizheng Meng, Hao Niu, Yan Liu

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When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning

Mar 31, 2022
Chuizheng Meng, Sungyong Seo, Defu Cao, Sam Griesemer, Yan Liu

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Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling

Jun 09, 2021
Chuizheng Meng, Sirisha Rambhatla, Yan Liu

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MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset

Feb 12, 2021
Chuizheng Meng, Loc Trinh, Nan Xu, Yan Liu

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Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning

Jun 15, 2020
Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Yan Liu

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Coronavirus on Social Media: Analyzing Misinformation in Twitter Conversations

Apr 21, 2020
Karishma Sharma, Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Aastha Dua, Yan Liu

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Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets

Oct 23, 2017
Sanjay Purushotham, Chuizheng Meng, Zhengping Che, Yan Liu

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